Marko Robnik‐Šikonja

Author

Also Known As

M Robnik-Šikonja, M. Robnik Šikonja, M. Robnik-Sikonja, M. Robnik-Šikonja, Marko Robnik Šikonja, Marko Robnik-Sikonja, Marko Robnik-Šikonja, Marko Robnik‐Šikonja, Marko Robnik–Šikonja, Nataša Logar

213

Publications

6.6K

Citations

H-Index

131

Concepts

All Affiliations

University of Ljubljana Jožef Stefan Institute Jožef Stefan International Postgraduate School University of Ioannina University of Kragujevac

About

Marko Robnik‐Šikonja is an author at University of Ljubljana specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	22	899
2	Language Studies	7	7	202
3	Management	5	5	518
4	Business	2	2	76
5	Education	1	1	16

Marko Robnik‐Šikonja

Publications

5.8K

Citations

H-Index

Page 1

	Year	Citations
Theoretical and Empirical Analysis of ReliefF and RReliefF Marko Robnik‐Šikonja, Igor Kononenko Machine Learning	2003	2.9K
Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF Igor Kononenko, Edvard Šimec, Marko Robnik‐Šikonja Applied Intelligence	1997	789
An adaptation of Relief for attribute estimation in regression Marko Robnik‐Šikonja, Igor Kononenko	1997	480
Explaining Classifications For Individual Instances Marko Robnik‐Šikonja, Igor Kononenko IEEE Transactions on Knowledge and Data Engineering Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolOutput Probabilities	2008	264
Explaining machine learning models in sales predictions Marko Bohanec, Mirjana Kljajić Borštnar, Marko Robnik‐Šikonja Expert Systems with Applications Machine LearningPredictive AnalyticsManagementConsumer ResearchInterpretability	2016	153
Explaining instance classifications with interactions of subsets of feature values Erik Štrumbelj, Igor Kononenko, Marko Robnik‐Šikonja Data & Knowledge Engineering Artificial IntelligenceInstance ClassificationsInstance-based LearningClassification MethodEngineering	2009	119
Supervised and Unsupervised Neural Approaches to Text Readability Matej Martinc, Senja Pollak, Marko Robnik‐Šikonja Computational Linguistics EngineeringMachine LearningNeural Language ModelsText ReadabilityCorpus Linguistics	2021	105
Knowledge graph informed fake news classification via heterogeneous representation ensembles Boshko Koloski, Timen Stepišnik Perdih, Marko Robnik‐Šikonja, Neurocomputing	2022	86
ClowdFlows: Online workflows for distributed big data mining Janez Kranjc, Roman Orač, Vid Podpečan, Future Generation Computer Systems Big Data MiningCluster ComputingEngineeringData ScienceData Mining	2016	65
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy Tim Smole, Bojan Žunkovič, Matej Pičulin, Computers in Biology and Medicine	2021	60

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